ncps
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mlech26l
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
Hi, thanks for your work. I have a question regarding how to set up my input dimension for finance application. My input currently is ( #examples, #features) (1.000.000, 177) ....
If the network is sparse, the time_a and time_b should not use all inputs. The weight should time the sparse_mask as well. I don't know if it is correct and...
----> 1 model.save('location.keras') File /opt/conda/lib/python3.10/site-packages/keras/utils/traceback_utils.py:70, in filter_traceback..error_handler(*args, **kwargs) 67 filtered_tb = _process_traceback_frames(e.__traceback__) 68 # To get the full stack trace, call: 69 # `tf.debugging.disable_traceback_filtering()` ---> 70 raise e.with_traceback(filtered_tb) from None...
The closed form solution of the ODE needs the current state of the input (f(I(t))) to compute the current state of the neuron x(t), so i am curious about how...
Hello everyone, I hope you're having a great day. I am currently working on a personal learning project involving financial time-series prediction using LTC models. Specifically, I aim to predict...
When I want to run the pt_example, the Error happened. Error displaying widget: model not found ```--------------------------------------------------------------------------- TypeError Traceback (most recent call last) Cell In[15], line 2 1 # Train...
Thank you for your nice work. I still work on LTC network and I would like to ask about model evaluation. I trained LTC network with 64 neurons and already...
Hey there is an attribute error that pops up in rllib. The issue is not on your end but seems to be a versioning issue. Could you update the pip...
Hi, I'm following this guide on using LTC with tensorflow: https://ncps.readthedocs.io/en/latest/examples/tf_first_steps.html When running the imports as described here, I run into an issue, in particular this import: `from ncps.tf import...
Hi, thanks for your great job ! I'd like to kindly request permission to access the dataset you have used in your paper for the purpose of my research. This...
